Cross-Country Efficiency of Secondary Education Provision: A Semi-Parametric Analysis with Non-Discretionary Inputs

Posted: 30 May 2006

See all articles by António Afonso

António Afonso

University of Lisbon - ISEG (School of Economics and Management); UECE (Research Unit on Complexity and Economics); ISEG Lisbon School of Economics and Management,Universidade de Lisboa; REM - Research in Economics and Mathematics

Miguel St. Aubyn

Technical University of Lisbon - ISEG (School of Economics and Management); UECE (Research Unit on Complexity and Economics)

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Abstract

We address the efficiency of expenditure in education provision by comparing the output (PISA results) from the educational system of 25, mostly OECD, countries with resources employed (teachers per student, time spent at school). We estimate a semi-parametric model of the education production process using a two-stage procedure. By regressing data envelopment analysis output scores on non-discretionary variables, both using Tobit and a single and double bootstrap procedure, we show that inefficiency is strongly related to GDP per head and adult educational attainment.

Keywords: education, technical efficiency, DEA, bootstrap, semi-parametric

JEL Classification: C14, C61, H52, I21

Suggested Citation

Afonso, António and St. Aubyn, Miguel, Cross-Country Efficiency of Secondary Education Provision: A Semi-Parametric Analysis with Non-Discretionary Inputs. Economic Modelling, Vol. 23, No. 3, pp. 476-491, 2006, Available at SSRN: https://ssrn.com/abstract=849246

António Afonso (Contact Author)

University of Lisbon - ISEG (School of Economics and Management) ( email )

R. Miguel Lupi, 20
Lisbon, 1248-078
Portugal
+351 21 392 5985 (Phone)
+351 21 396 6407 (Fax)

HOME PAGE: http://www.iseg.ulisboa.pt/aquila/homepage/aafonso/research

UECE (Research Unit on Complexity and Economics)

Rua Miguel Lupi 20
Lisbon, 1249-078
Portugal
+351-213 925 912 (Phone)
+351-213 971 196 (Fax)

HOME PAGE: http://uece.rc.iseg.ulisboa.pt/

ISEG Lisbon School of Economics and Management,Universidade de Lisboa ( email )

Rua do Quelhas 6
LISBOA, 1200-781
Portugal

REM - Research in Economics and Mathematics ( email )

ISEG, Universidade de Lisboa
Rua Miguel Lupi, 20
Lisboa, 1249-078
Portugal

HOME PAGE: http://rem.rc.iseg.ulisboa.pt/

Miguel St. Aubyn

Technical University of Lisbon - ISEG (School of Economics and Management) ( email )

Rua do Quelhas, 6
1200-071 Lisboa
Portugal
+351 21 392 5987 (Phone)

HOME PAGE: http://www.iseg.utl.pt/~mstaubyn

UECE (Research Unit on Complexity and Economics)

ISEG/UTL, Rua Miguel Lupi 20
1249-078 Lisboa
Portugal
+351-213 925 912 (Phone)
+351-213 971 196 (Fax)

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